 | 楊旭 博士, 副教授 工作單位： bet356手机版唯一官网登录 E-mail: |
個人簡介
在2021年從南洋理工大學獲取計算機專業人工智能方向博士學位，現為bet356手机版唯一官网計算機院副教授，為PALM實驗室一名指導教師。主要研究方向為深度學習，因果推斷，視覺推理任務，尤其關注圖像标題生成任務。在過去的5年内，以第一作者身份發表頂級會議期刊論文多篇，包括TPAMI，CVPR，ICCV，ECCV，以及ACMMM。同時擔任多項會議期刊審稿人工作，包括CVPR，ICCV，ECCV，TIP，TMM等。
發表論文
1.Xu Yang, Hanwang Zhang, Jianfei Cai. "Deconfounded image captioning: A causal retrospect", IEEE Transactions on Pattern Analysis and Machine Intelligence.TPAMI.
2.Xu Yang, Hanwang Zhang, Jianfei Cai. "Auto-encoding and Distilling Scene Graphs for Image Captioning", IEEE Transactions on Pattern Analysis and Machine Intelligence.TPAMI.
3.Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai. "Auto-Parsing Network for Image Captioning and Visual Question Answering", IEEE International Conference on Computer Vision. ICCV 2021.
4.Xu Yang, Hanwang Zhang, Jianfei Cai. "Causal attention for vision-language tasks", Conference on Computer Vision and Pattern Recognition. CVPR 2021.
5.Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai. "Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning", ACM International Conference on Multimedia. ACMMM 2020.
6.Xu Yang, Hanwang Zhang, Jianfei Cai. "Learning to collocate neural modules for image captioning", IEEE International Conference on Computer Vision. ICCV 2019.
7.Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai. "Auto-encoding scene graphs for image captioning", Conference on Computer Vision and Pattern Recognition. CVPR 2019.
8.Xu Yang, Hanwang Zhang, Jianfei Cai. "Shuffle-then-assemble: learning object-agnostic visual relationship features", European Conference on Computer Vision. ECCV 2018.
9.Xu Yang, Xin Geng, Deyu Zhou. "Sparsity Conditional Energy Label Distribution Learning for Age Estimation", International Joint Conference on Artificial Intelligence. IJCAI 2016.
10.Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng. "Deep label distribution learning for apparent age estimation", IEEE International Conference on Computer Vision Workshops. ICCVW 2015.